Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9581028 | 0.9968766 | 0.8941640 | 0.0359760 | 0.9734777 |
| bt | 0.7723320 | 0.7135898 | 0.9525111 | 0.1791788 | 0.3914502 |
| maxnet | 0.6173913 | 0.7296996 | 0.9590535 | 0.2425558 | 0.3708414 |
| gam | 0.7889328 | 0.7561334 | 0.9493469 | 0.1488880 | 0.3866959 |
| glm | 0.7644269 | 0.6927222 | 0.7416530 | 0.1617688 | 0.3599219 |